Edit Profile (opens in new tab) Yuan, Ming Co-Author Distance Author ID: yuan.ming Published as: Yuan, Ming Documents Indexed: 98 Publications since 1995, including 3 Additional arXiv Preprints 3 Contributions as Editor Co-Authors: 99 Co-Authors with 82 Joint Publications 3,113 Co-Co-Authors all top 5 Co-Authors 14 single-authored 8 Zou, Hui 6 Cai, Tony Tony 5 Lin, Yi 5 Samworth, Richard J. 5 Wang, Shulei 4 Raskutti, Garvesh 4 Xia, Dong 3 Arena, Ellen T. 3 Eliceiri, Kevin W. 3 Ruan, Lingyan 3 Su, Chun 3 Zhang, Anru R. 3 Zhang, Cun-Hui 2 Auddy, Arnab 2 Balasubramanian, Krishnakumar 2 Burnside, Elizabeth S. 2 Chen, Han 2 Fan, Jun 2 Kendziorski, Christina 2 Liu, Jie 2 Lou, Jiayu 2 Lu, Zhaosong 2 Luo, Yuetian 2 Monteiro, Renato D. C. 2 Mukherjee, Rajarshi 2 Mukherjee, Sumit 2 Ong, Irene M. 2 Page, David L. 2 Peissig, Peggy 2 Wahba, Grace 2 Wegkamp, Marten H. 2 Wu, Yirong 1 Attie, Alan D. 1 Becker, Jordan T. 1 Bement, William M. 1 Berrett, Thomas B. 1 Bickel, Peter John 1 Blanchard, Gilles 1 Cai, Tianxi 1 Chadli, Mohammed 1 Chao, Shih-Kang 1 Chen, Jiaqin 1 Chen, Meng 1 Deb, Nabarun 1 Deng, Xinwei 1 Ekici, Ali 1 Fan, Jianqing 1 Fang, Yixin 1 Feng, Yang 1 Fisher, Nicholas I. 1 Götze, Friedrich 1 Halloran, M. Elizabeth 1 Han, Cuize 1 Han, Fang 1 Härdle, Wolfgang Karl 1 Hong, Gap-Seon 1 Hu, Jixiang 1 Hu, Taizhong 1 Huang, Jianhua Z. 1 Johnson, Sterling C. 1 Kaech, Susan M. 1 Kendziorski, C. M. 1 Kim, Donggyu 1 Kim, Hyunwoo J. 1 Kolchinskiĭ, Vladimir I’ich 1 Kosorok, Michael R. 1 Laber, Eric B. 1 Lafferty, John D. 1 Li, Tong 1 Li, Wenli 1 Li, Yueyang 1 Liu, Han 1 Liu, Jun S. 1 Liu, Luoqin 1 Liu, Nansheng 1 Lu, Xiyun 1 Lü, Zhenzhou 1 Ma, Wei 1 Mai, Qing 1 Mavris, Dimitri N. 1 Mehta, Ronak 1 Meinshausen, Nicolai 1 Minnier, Jessica 1 Ouyang, Jialin 1 Pocock, Ginger 1 Poo, Aun Neow 1 Roshan Joseph, V. 1 Sherer, Nathan M. 1 Singh, Vikas Vikram 1 Song, Rui 1 Sudjianto, Agus 1 Tang, Runshi 1 Tu, Guangya 1 Valencia, Carlos E. 1 Volovoi, Vitali V. 1 Wang, Pei 1 Wang, Yazhen 1 Wang, Zipeng 1 Wasserman, Larry Alan 1 Wu, Haiyan ...and 12 more Co-Authors all top 5 Serials 17 The Annals of Statistics 8 Journal of the American Statistical Association 7 Journal of Machine Learning Research (JMLR) 5 Statistica Sinica 5 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 IEEE Transactions on Information Theory 3 Biometrics 3 Biometrika 3 Journal of Statistical Planning and Inference 3 Computational Statistics and Data Analysis 3 The Annals of Applied Statistics 2 Chinese Journal of Applied Probability and Statistics 2 IEEE Transactions on Image Processing 2 Foundations of Computational Mathematics 2 Electronic Journal of Statistics 1 Discrete Applied Mathematics 1 Journal of Fluid Mechanics 1 Journal of Multivariate Analysis 1 Quarterly of Applied Mathematics 1 Statistics & Probability Letters 1 Journal of Complexity 1 Journal of Economic Dynamics & Control 1 Journal of Theoretical Probability 1 Neural Computation 1 Computational Statistics 1 Applied Mathematical Modelling 1 Communications in Statistics. Theory and Methods 1 Mathematical Programming. Series A. Series B 1 Test 1 IEE Proceedings. Control Theory and Applications 1 Bernoulli 1 Statistical Inference for Stochastic Processes 1 Econometric Theory 1 Journal of Systems Engineering 1 Journal of University of Science and Technology of China 1 Oberwolfach Reports 1 Inverse Problems in Science and Engineering 1 Nonlinear Analysis. Hybrid Systems 1 Statistics and Its Interface 1 Science China. Mathematics 1 Information and Inference 1 International Journal of Systems Science. Principles and Applications of Systems and Integration 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 78 Statistics (62-XX) 21 Numerical analysis (65-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 9 Biology and other natural sciences (92-XX) 8 Computer science (68-XX) 8 Operations research, mathematical programming (90-XX) 6 Probability theory and stochastic processes (60-XX) 5 Information and communication theory, circuits (94-XX) 4 General and overarching topics; collections (00-XX) 4 Functional analysis (46-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Systems theory; control (93-XX) 2 Combinatorics (05-XX) 2 Quantum theory (81-XX) 1 History and biography (01-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 72 Publications have been cited 2,982 times in 2,451 Documents Cited by ▼ Year ▼ Model selection and estimation in regression with grouped variables. Zbl 1141.62030 Yuan, Ming; Lin, Yi 1,069 2006 Model selection and estimation in the Gaussian graphical model. Zbl 1142.62408 Yuan, Ming; Lin, Yi 389 2007 Composite quantile regression and the oracle model selection theory. Zbl 1360.62394 Zou, Hui; Yuan, Ming 267 2008 A reproducing kernel Hilbert space approach to functional linear regression. Zbl 1204.62074 Yuan, Ming; Cai, T. Tony 104 2010 High dimensional inverse covariance matrix estimation via linear programming. Zbl 1242.62043 Yuan, Ming 101 2010 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 97 2012 Minimax and adaptive prediction for functional linear regression. Zbl 1443.62196 Cai, T. Tony; Yuan, Ming 72 2012 On the non-negative garrotte estimator. Zbl 1120.62052 Yuan, Ming; Lin, Yi 68 2007 A direct approach to sparse discriminant analysis in ultra-high dimensions. Zbl 1437.62550 Mai, Qing; Zou, Hui; Yuan, Ming 67 2012 On tensor completion via nuclear norm minimization. Zbl 1378.90066 Yuan, Ming; Zhang, Cun-Hui 55 2016 GACV for quantile smoothing splines. Zbl 1432.62090 Yuan, Ming 51 2006 Dimension reduction and coefficient estimation in multivariate linear regression. Zbl 07555355 Yuan, Ming; Ekici, Ali; Lu, Zhaosong; Monteiro, Renato 51 2007 Efficient empirical Bayes variable selection and estimation in linear models. Zbl 1117.62453 Yuan, Ming; Lin, Yi 50 2005 Sparsity in multiple kernel learning. Zbl 1204.62086 Koltchinskii, Vladimir; Yuan, Ming 47 2010 Adaptive covariance matrix estimation through block thresholding. Zbl 1257.62060 Cai, T. Tony; Yuan, Ming 40 2012 Structured variable selection and estimation. Zbl 1184.62032 Yuan, Ming; Joseph, V. Roshan; Zou, Hui 35 2009 Optimal estimation of the mean function based on discretely sampled functional data: phase transition. Zbl 1231.62040 Cai, T. Tony; Yuan, Ming 33 2011 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092 Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 29 2015 Convex regularization for high-dimensional multiresponse tensor regression. Zbl 1428.62324 Raskutti, Garvesh; Yuan, Ming; Chen, Han 28 2019 Regularized simultaneous model selection in multiple quantiles regression. Zbl 1452.62301 Zou, Hui; Yuan, Ming 25 2008 Efficient multivariate entropy estimation via \(k\)-nearest neighbour distances. Zbl 1473.62177 Berrett, Thomas B.; Samworth, Richard J.; Yuan, Ming 23 2019 Hidden Markov models for microarray time course data in multiple biological conditions. Zbl 1171.62359 Yuan, Ming; Kendziorski, Christina 22 2006 Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression. Zbl 1246.90120 Lu, Zhaosong; Monteiro, Renato D. C.; Yuan, Ming 20 2012 The \(F_{\infty}\)-norm support vector machine. Zbl 1416.62370 Zou, Hui; Yuan, Ming 20 2008 Independent component analysis via nonparametric maximum likelihood estimation. Zbl 1296.62084 Samworth, Richard J.; Yuan, Ming 19 2012 Classification methods with reject option based on convex risk minimization. Zbl 1242.62066 Yuan, Ming; Wegkamp, Marten 19 2010 On polynomial time methods for exact low-rank tensor completion. Zbl 1436.15031 Xia, Dong; Yuan, Ming 15 2019 Incoherent tensor norms and their applications in higher order tensor completion. Zbl 1391.94469 Yuan, Ming; Zhang, Cun-Hui 13 2017 Non-convex projected gradient descent for generalized low-rank tensor regression. Zbl 1483.62091 Chen, Han; Raskutti, Garvesh; Yuan, Ming 13 2019 Minimax optimal rates of estimation in high dimensional additive models. Zbl 1360.62200 Yuan, Ming; Zhou, Ding-Xuan 13 2016 Statistical methods for expression quantitative trait loci (eQTL) mapping. Zbl 1091.62119 Kendziorski, C. M.; Chen, M.; Yuan, M.; Lan, H.; Attie, A. D. 12 2006 Support vector machines with a reject option. Zbl 1243.68256 Wegkamp, Marten; Yuan, Ming 11 2011 Optimal large-scale quantum state tomography with Pauli measurements. Zbl 1341.62116 Cai, Tony; Kim, Donggyu; Wang, Yazhen; Yuan, Ming; Zhou, Harrison H. 11 2016 Semiparametric censorship model with covariates. Zbl 1087.62054 Yuan, Ming 10 2005 Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184 Xia, Dong; Yuan, Ming; Zhang, Cun-Hui 10 2021 Global testing against sparse alternatives under Ising models. Zbl 1407.62160 Mukherjee, Rajarshi; Mukherjee, Sumit; Yuan, Ming 8 2018 A unified approach for simultaneous gene clustering and differential expression identification. Zbl 1114.62130 Yuan, Ming; Kendziorski, Christina 8 2006 On the identifiability of additive index models. Zbl 1225.62059 Yuan, Ming 7 2011 ISLET: fast and optimal low-rank tensor regression via importance sketching. Zbl 1484.65095 Zhang, Anru R.; Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming 7 2020 A central limit theorem for random fields of negatively associated processes. Zbl 1023.60029 Yuan, Ming; Su, Chun; Hu, Taizhong 7 2003 Deconvolving multidimensional density from partially contaminated observations. Zbl 1011.62039 Yuan, Ming; Chen, Jiaqin 6 2002 Distance shrinkage and Euclidean embedding via regularized kernel estimation. Zbl 1414.62195 Zhang, Luwan; Wahba, Grace; Yuan, Ming 6 2016 Regularized parameter estimation of high dimensional distribution. Zbl 1160.62053 Yuan, Ming; Huang, Jianhua Z. 6 2009 Risk classification with an adaptive naive Bayes kernel machine model. Zbl 1373.62297 Minnier, Jessica; Yuan, Ming; Liu, Jun S.; Cai, Tianxi 4 2015 Regularized parameter estimation in high-dimensional Gaussian mixture models. Zbl 1217.62044 Ruan, Lingyan; Yuan, Ming; Zou, Hui 4 2011 A statistical analysis of memory CD8 T cell differentiation: An application of a hierarchical state space model to a short time course microarray experiment. Zbl 1126.62110 Wu, Haiyan; Yuan, Ming; Kaech, Susan M.; Halloran, M. Elizabeth 4 2007 Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256 Xia, Dong; Yuan, Ming 4 2021 Radial basis function regularization for linear inverse problems with random noise. Zbl 1277.62118 Valencia, Carlos; Yuan, Ming 3 2013 Modeling of the multi-cable supported arch and a novel technique to investigate the natural vibratory characteristics. Zbl 1481.74474 Yi, Zhuangpeng; Yuan, Ming; Tu, Guangya; Zeng, Youyi 3 2019 Efficient global approximation of generalized nonlinear \(\ell _{1}\)-regularized solution paths and its applications. Zbl 1205.62085 Yuan, Ming; Zou, Hui 3 2009 Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62092 Yuan, Ming 3 2012 State price density estimation via nonparametric mixtures. Zbl 1196.62134 Yuan, Ming 3 2009 Convergence rates of compactly supported radial basis function regularization. Zbl 1096.62049 Lin, Yi; Yuan, Ming 2 2006 Doubly penalized likelihood estimator in heteroscedastic regression. Zbl 1075.62033 Yuan, Ming; Wahba, Grace 2 2004 Automatic smoothing for Poisson regression. Zbl 1062.62073 Yuan, Ming 2 2005 Flexible temporal expression profile modelling using the Gaussian process. Zbl 1157.62544 Yuan, Ming 2 2006 Degrees of freedom in low rank matrix estimation. Zbl 06712162 Yuan, Ming 2 2016 A sharp blockwise tensor perturbation bound for orthogonal iteration. Zbl 07415122 Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming; Zhang, Anru R. 2 2021 Information based complexity for high dimensional sparse functions. Zbl 07176770 Han, Cuize; Yuan, Ming 2 2020 Structured variable selection in support vector machines. Zbl 1320.62154 Wu, Seongho; Zou, Hui; Yuan, Ming 2 2008 Effective tensor sketching via sparsification. Zbl 1465.65039 Xia, Dong; Yuan, Ming 2 2021 Regularized principal components of heritability. Zbl 1306.65055 Fang, Yixin; Feng, Yang; Yuan, Ming 1 2014 Dynamic employment and hours effects of government spending shocks. Zbl 1006.91509 Yuan, M.; Li, Wenli 1 2000 Discussion: “A significance test for the lasso”. Zbl 1305.62250 Cai, T. Tony; Yuan, Ming 1 2014 Structure-leveraged methods in breast cancer risk prediction. Zbl 1404.68101 Fan, Jun; Wu, Yirong; Yuan, Ming; Page, David; Liu, Jie; Ong, Irene M.; Peissig, Peggy; Burnside, Elizabeth 1 2016 Dimension reduction and parameter estimation for additive index models. Zbl 1245.62027 Ruan, Lingyan; Yuan, Ming 1 2010 Automated and robust quantification of colocalization in dual-color fluorescence microscopy: a nonparametric statistical approach. Zbl 1409.94622 Wang, Shulei; Arena, Ellen T.; Eliceiri, Kevin W.; Yuan, Ming 1 2018 Combined hypothesis testing on graphs with applications to gene set enrichment analysis. Zbl 1428.62482 Wang, Shulei; Yuan, Ming 1 2019 Spatially adaptive colocalization analysis in dual-color fluorescence microscopy. Zbl 07122992 Wang, Shulei; Arena, Ellen T.; Becker, Jordan T.; Bement, William M.; Sherer, Nathan M.; Eliceiri, Kevin W.; Yuan, Ming 1 2019 Discussion of “Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation”. Zbl 1331.62271 Balasubramanian, Krishnakumar; Yuan, Ming 1 2016 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1295.62061 Yuan, Ming 1 2012 Deconvolving multivariate density from random field. Zbl 1025.62014 Yuan, Ming 1 2003 Statistically optimal and computationally efficient low rank tensor completion from noisy entries. Zbl 1473.62184 Xia, Dong; Yuan, Ming; Zhang, Cun-Hui 10 2021 Statistical inferences of linear forms for noisy matrix completion. Zbl 07555256 Xia, Dong; Yuan, Ming 4 2021 A sharp blockwise tensor perturbation bound for orthogonal iteration. Zbl 07415122 Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming; Zhang, Anru R. 2 2021 Effective tensor sketching via sparsification. Zbl 1465.65039 Xia, Dong; Yuan, Ming 2 2021 ISLET: fast and optimal low-rank tensor regression via importance sketching. Zbl 1484.65095 Zhang, Anru R.; Luo, Yuetian; Raskutti, Garvesh; Yuan, Ming 7 2020 Information based complexity for high dimensional sparse functions. Zbl 07176770 Han, Cuize; Yuan, Ming 2 2020 Convex regularization for high-dimensional multiresponse tensor regression. Zbl 1428.62324 Raskutti, Garvesh; Yuan, Ming; Chen, Han 28 2019 Efficient multivariate entropy estimation via \(k\)-nearest neighbour distances. Zbl 1473.62177 Berrett, Thomas B.; Samworth, Richard J.; Yuan, Ming 23 2019 On polynomial time methods for exact low-rank tensor completion. Zbl 1436.15031 Xia, Dong; Yuan, Ming 15 2019 Non-convex projected gradient descent for generalized low-rank tensor regression. Zbl 1483.62091 Chen, Han; Raskutti, Garvesh; Yuan, Ming 13 2019 Modeling of the multi-cable supported arch and a novel technique to investigate the natural vibratory characteristics. Zbl 1481.74474 Yi, Zhuangpeng; Yuan, Ming; Tu, Guangya; Zeng, Youyi 3 2019 Combined hypothesis testing on graphs with applications to gene set enrichment analysis. Zbl 1428.62482 Wang, Shulei; Yuan, Ming 1 2019 Spatially adaptive colocalization analysis in dual-color fluorescence microscopy. Zbl 07122992 Wang, Shulei; Arena, Ellen T.; Becker, Jordan T.; Bement, William M.; Sherer, Nathan M.; Eliceiri, Kevin W.; Yuan, Ming 1 2019 Global testing against sparse alternatives under Ising models. Zbl 1407.62160 Mukherjee, Rajarshi; Mukherjee, Sumit; Yuan, Ming 8 2018 Automated and robust quantification of colocalization in dual-color fluorescence microscopy: a nonparametric statistical approach. Zbl 1409.94622 Wang, Shulei; Arena, Ellen T.; Eliceiri, Kevin W.; Yuan, Ming 1 2018 Incoherent tensor norms and their applications in higher order tensor completion. Zbl 1391.94469 Yuan, Ming; Zhang, Cun-Hui 13 2017 On tensor completion via nuclear norm minimization. Zbl 1378.90066 Yuan, Ming; Zhang, Cun-Hui 55 2016 Minimax optimal rates of estimation in high dimensional additive models. Zbl 1360.62200 Yuan, Ming; Zhou, Ding-Xuan 13 2016 Optimal large-scale quantum state tomography with Pauli measurements. Zbl 1341.62116 Cai, Tony; Kim, Donggyu; Wang, Yazhen; Yuan, Ming; Zhou, Harrison H. 11 2016 Distance shrinkage and Euclidean embedding via regularized kernel estimation. Zbl 1414.62195 Zhang, Luwan; Wahba, Grace; Yuan, Ming 6 2016 Degrees of freedom in low rank matrix estimation. Zbl 06712162 Yuan, Ming 2 2016 Structure-leveraged methods in breast cancer risk prediction. Zbl 1404.68101 Fan, Jun; Wu, Yirong; Yuan, Ming; Page, David; Liu, Jie; Ong, Irene M.; Peissig, Peggy; Burnside, Elizabeth 1 2016 Discussion of “Estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation”. Zbl 1331.62271 Balasubramanian, Krishnakumar; Yuan, Ming 1 2016 Doubly robust learning for estimating individualized treatment with censored data. Zbl 1345.62092 Zhao, Y. Q.; Zeng, D.; Laber, E. B.; Song, R.; Yuan, M.; Kosorok, M. R. 29 2015 Risk classification with an adaptive naive Bayes kernel machine model. Zbl 1373.62297 Minnier, Jessica; Yuan, Ming; Liu, Jun S.; Cai, Tianxi 4 2015 Regularized principal components of heritability. Zbl 1306.65055 Fang, Yixin; Feng, Yang; Yuan, Ming 1 2014 Discussion: “A significance test for the lasso”. Zbl 1305.62250 Cai, T. Tony; Yuan, Ming 1 2014 Radial basis function regularization for linear inverse problems with random noise. Zbl 1277.62118 Valencia, Carlos; Yuan, Ming 3 2013 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 97 2012 Minimax and adaptive prediction for functional linear regression. Zbl 1443.62196 Cai, T. Tony; Yuan, Ming 72 2012 A direct approach to sparse discriminant analysis in ultra-high dimensions. Zbl 1437.62550 Mai, Qing; Zou, Hui; Yuan, Ming 67 2012 Adaptive covariance matrix estimation through block thresholding. Zbl 1257.62060 Cai, T. Tony; Yuan, Ming 40 2012 Convex optimization methods for dimension reduction and coefficient estimation in multivariate linear regression. Zbl 1246.90120 Lu, Zhaosong; Monteiro, Renato D. C.; Yuan, Ming 20 2012 Independent component analysis via nonparametric maximum likelihood estimation. Zbl 1296.62084 Samworth, Richard J.; Yuan, Ming 19 2012 Discussion: Latent variable graphical model selection via convex optimization. Zbl 1288.62092 Yuan, Ming 3 2012 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1295.62061 Yuan, Ming 1 2012 Optimal estimation of the mean function based on discretely sampled functional data: phase transition. Zbl 1231.62040 Cai, T. Tony; Yuan, Ming 33 2011 Support vector machines with a reject option. Zbl 1243.68256 Wegkamp, Marten; Yuan, Ming 11 2011 On the identifiability of additive index models. Zbl 1225.62059 Yuan, Ming 7 2011 Regularized parameter estimation in high-dimensional Gaussian mixture models. Zbl 1217.62044 Ruan, Lingyan; Yuan, Ming; Zou, Hui 4 2011 A reproducing kernel Hilbert space approach to functional linear regression. Zbl 1204.62074 Yuan, Ming; Cai, T. Tony 104 2010 High dimensional inverse covariance matrix estimation via linear programming. Zbl 1242.62043 Yuan, Ming 101 2010 Sparsity in multiple kernel learning. Zbl 1204.62086 Koltchinskii, Vladimir; Yuan, Ming 47 2010 Classification methods with reject option based on convex risk minimization. Zbl 1242.62066 Yuan, Ming; Wegkamp, Marten 19 2010 Dimension reduction and parameter estimation for additive index models. Zbl 1245.62027 Ruan, Lingyan; Yuan, Ming 1 2010 Structured variable selection and estimation. Zbl 1184.62032 Yuan, Ming; Joseph, V. Roshan; Zou, Hui 35 2009 Regularized parameter estimation of high dimensional distribution. Zbl 1160.62053 Yuan, Ming; Huang, Jianhua Z. 6 2009 Efficient global approximation of generalized nonlinear \(\ell _{1}\)-regularized solution paths and its applications. Zbl 1205.62085 Yuan, Ming; Zou, Hui 3 2009 State price density estimation via nonparametric mixtures. Zbl 1196.62134 Yuan, Ming 3 2009 Composite quantile regression and the oracle model selection theory. Zbl 1360.62394 Zou, Hui; Yuan, Ming 267 2008 Regularized simultaneous model selection in multiple quantiles regression. Zbl 1452.62301 Zou, Hui; Yuan, Ming 25 2008 The \(F_{\infty}\)-norm support vector machine. Zbl 1416.62370 Zou, Hui; Yuan, Ming 20 2008 Structured variable selection in support vector machines. Zbl 1320.62154 Wu, Seongho; Zou, Hui; Yuan, Ming 2 2008 Model selection and estimation in the Gaussian graphical model. Zbl 1142.62408 Yuan, Ming; Lin, Yi 389 2007 On the non-negative garrotte estimator. Zbl 1120.62052 Yuan, Ming; Lin, Yi 68 2007 Dimension reduction and coefficient estimation in multivariate linear regression. Zbl 07555355 Yuan, Ming; Ekici, Ali; Lu, Zhaosong; Monteiro, Renato 51 2007 A statistical analysis of memory CD8 T cell differentiation: An application of a hierarchical state space model to a short time course microarray experiment. Zbl 1126.62110 Wu, Haiyan; Yuan, Ming; Kaech, Susan M.; Halloran, M. Elizabeth 4 2007 Model selection and estimation in regression with grouped variables. Zbl 1141.62030 Yuan, Ming; Lin, Yi 1,069 2006 GACV for quantile smoothing splines. Zbl 1432.62090 Yuan, Ming 51 2006 Hidden Markov models for microarray time course data in multiple biological conditions. Zbl 1171.62359 Yuan, Ming; Kendziorski, Christina 22 2006 Statistical methods for expression quantitative trait loci (eQTL) mapping. Zbl 1091.62119 Kendziorski, C. M.; Chen, M.; Yuan, M.; Lan, H.; Attie, A. D. 12 2006 A unified approach for simultaneous gene clustering and differential expression identification. Zbl 1114.62130 Yuan, Ming; Kendziorski, Christina 8 2006 Convergence rates of compactly supported radial basis function regularization. Zbl 1096.62049 Lin, Yi; Yuan, Ming 2 2006 Flexible temporal expression profile modelling using the Gaussian process. Zbl 1157.62544 Yuan, Ming 2 2006 Efficient empirical Bayes variable selection and estimation in linear models. Zbl 1117.62453 Yuan, Ming; Lin, Yi 50 2005 Semiparametric censorship model with covariates. Zbl 1087.62054 Yuan, Ming 10 2005 Automatic smoothing for Poisson regression. Zbl 1062.62073 Yuan, Ming 2 2005 Doubly penalized likelihood estimator in heteroscedastic regression. Zbl 1075.62033 Yuan, Ming; Wahba, Grace 2 2004 A central limit theorem for random fields of negatively associated processes. Zbl 1023.60029 Yuan, Ming; Su, Chun; Hu, Taizhong 7 2003 Deconvolving multivariate density from random field. Zbl 1025.62014 Yuan, Ming 1 2003 Deconvolving multidimensional density from partially contaminated observations. Zbl 1011.62039 Yuan, Ming; Chen, Jiaqin 6 2002 Dynamic employment and hours effects of government spending shocks. Zbl 1006.91509 Yuan, M.; Li, Wenli 1 2000 all cited Publications top 5 cited Publications all top 5 Cited by 4,089 Authors 50 Lian, Heng 29 Yuan, Ming 20 Zhang, Riquan 19 Lin, Lu 18 Liu, Han 18 Zou, Hui 16 Li, Runze 16 Zhao, Weihua 15 Cai, Tony Tony 15 Li, Lexin 15 Zhang, Zhongzhan 14 Liu, Yufeng 14 Tian, Maozai 14 Wang, Kangning 14 Zhu, Zhongyi 13 Huang, Jian 13 Leng, Chenlei 13 Shen, Xiaotong 13 Zhang, Xinsheng 12 Bühlmann, Peter 12 Du, Jiang 12 Fan, Jianqing 12 Ghosal, Subhashis 12 Jiang, Rong 12 Liu, Jicai 12 Ma, Shuangge 12 Wu, Yichao 12 Yang, Hu 12 Yu, Ping 11 Tutz, Gerhard E. 11 Xia, Dong 11 Zhu, Ji 10 Kolar, Mladen 10 Mai, Qing 10 Pan, Wei 10 Qian, Weimin 10 Samworth, Richard J. 10 Wang, Huixia Judy 9 Bondell, Howard D. 9 Gijbels, Irène 9 Liang, Hua 9 Ren, Zhao 9 Song, Xinyuan 9 Van de Geer, Sara Anna 9 Yang, Yuehan 9 Yu, Keming 9 Zhang, Hai 9 Zhao, Hongyu 9 Zhou, Zhangong 8 Alhamzawi, Rahim 8 Cao, Jiguo 8 Chen, Zehua 8 Kong, Lingchen 8 Kong, Linglong 8 Li, Bing 8 Li, Hongzhe 8 Ljung, Lennart 8 Lu, Xuewen 8 Lv, Jing 8 Lv, Shaogao 8 Qu, Annie 8 Rothman, Adam J. 8 Sun, Will Wei 8 Tang, Manlai 8 Tibshirani, Robert John 8 Wainwright, Martin J. 8 Wegkamp, Marten H. 8 Xue, Lingzhou 8 Xue, Liugen 8 Zhu, Liping 8 Zhu, Lixing 7 Ahn, Jeongyoun 7 Bang, Sungwan 7 Boyd, Stephen Poythress 7 Cheng, Guang 7 Dette, Holger 7 Fadili, Jalal M. 7 Feng, Yang 7 Guo, Chaohui 7 Guo, Xiao 7 Hao, Meiling 7 Härdle, Wolfgang Karl 7 He, Yong 7 Huang, Jianhua Z. 7 Jiang, Binyan 7 Kong, Dehan 7 Levina, Elizaveta 7 Meinshausen, Nicolai 7 Park, Cheolwoo 7 Shojaie, Ali 7 Wang, Lei 7 Wang, Qihua 7 Wang, Sijian 7 Zhang, Cun-Hui 7 Zhou, Harrison H. 7 Zhu, Hongtu 7 Zou, Changliang 6 Bien, Jacob 6 Chakraborty, Sounak 6 Ciuperca, Gabriela ...and 3,989 more Authors all top 5 Cited in 245 Serials 162 Computational Statistics and Data Analysis 135 Journal of the American Statistical Association 132 The Annals of Statistics 124 Electronic Journal of Statistics 116 Journal of Multivariate Analysis 72 The Annals of Applied Statistics 70 Biometrics 62 Journal of Computational and Graphical Statistics 59 Journal of Statistical Planning and Inference 58 Journal of Machine Learning Research (JMLR) 54 Communications in Statistics. Theory and Methods 54 Statistics and Computing 53 Journal of Statistical Computation and Simulation 47 Journal of Econometrics 46 Statistica Sinica 44 Journal of Applied Statistics 43 Computational Statistics 33 Journal of the Korean Statistical Society 32 Bernoulli 30 Statistics & Probability Letters 28 Journal of Nonparametric Statistics 27 Annals of the Institute of Statistical Mathematics 27 Communications in Statistics. Simulation and Computation 27 Statistical Papers 25 Machine Learning 24 Science China. Mathematics 23 Statistical Science 21 Mathematical Programming. Series A. Series B 21 Test 21 Bayesian Analysis 20 Statistics 18 Automatica 16 Computational Optimization and Applications 15 The Canadian Journal of Statistics 15 Information Sciences 15 SIAM Journal on Optimization 14 Applied and Computational Harmonic Analysis 14 Statistical Methods and Applications 14 Advances in Data Analysis and Classification. ADAC 13 Scandinavian Journal of Statistics 13 Biometrical Journal 13 Neural Computation 12 Metrika 12 Neural Networks 12 Journal of Systems Science and Complexity 12 Statistical Analysis and Data Mining 10 Journal of Computational and Applied Mathematics 10 Statistical Modelling 9 Acta Mathematicae Applicatae Sinica. English Series 9 Journal of Complexity 9 Pattern Recognition 9 Acta Mathematica Sinica. English Series 9 Statistical Applications in Genetics and Molecular Biology 8 International Statistical Review 8 Journal of Optimization Theory and Applications 8 Journal of Scientific Computing 8 European Journal of Operational Research 7 Journal of Time Series Analysis 7 Mathematical Problems in Engineering 7 Journal of the Royal Statistical Society. Series B. Statistical Methodology 7 Econometric Theory 7 Sankhyā. Series A 7 Journal of the Operations Research Society of China 7 SIAM Journal on Mathematics of Data Science 6 Journal of Global Optimization 6 SIAM Journal on Scientific Computing 6 Optimization Methods & Software 6 Australian & New Zealand Journal of Statistics 6 Foundations of Computational Mathematics 6 Journal of Statistical Theory and Practice 6 AStA. Advances in Statistical Analysis 6 SIAM Journal on Imaging Sciences 6 Statistics Surveys 5 Artificial Intelligence 5 Psychometrika 5 Applied Mathematics and Computation 5 Applied Mathematical Modelling 5 Lifetime Data Analysis 5 Quantitative Finance 5 Computational & Mathematical Methods in Medicine 5 Journal of the Japan Statistical Society. Japanese Issue 5 Japanese Journal of Statistics and Data Science 5 Statistical Theory and Related Fields 4 Inverse Problems 4 Journal of Computational Physics 4 Journal of the Franklin Institute 4 Probability Theory and Related Fields 4 Econometric Reviews 4 Multidimensional Systems and Signal Processing 4 Economics Letters 4 Numerical Algorithms 4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 4 Data Mining and Knowledge Discovery 4 Brazilian Journal of Probability and Statistics 4 Analysis and Applications (Singapore) 4 Mathematical Programming Computation 4 Journal of Business and Economic Statistics 4 Journal of Probability and Statistics 3 Physica A 3 Calcolo ...and 145 more Serials all top 5 Cited in 38 Fields 2,121 Statistics (62-XX) 299 Numerical analysis (65-XX) 247 Computer science (68-XX) 217 Operations research, mathematical programming (90-XX) 100 Biology and other natural sciences (92-XX) 91 Probability theory and stochastic processes (60-XX) 73 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 63 Linear and multilinear algebra; matrix theory (15-XX) 54 Information and communication theory, circuits (94-XX) 40 Combinatorics (05-XX) 32 Calculus of variations and optimal control; optimization (49-XX) 32 Systems theory; control (93-XX) 26 Functional analysis (46-XX) 17 Operator theory (47-XX) 13 Approximations and expansions (41-XX) 10 Quantum theory (81-XX) 6 Statistical mechanics, structure of matter (82-XX) 5 Partial differential equations (35-XX) 5 Dynamical systems and ergodic theory (37-XX) 5 Harmonic analysis on Euclidean spaces (42-XX) 5 Convex and discrete geometry (52-XX) 4 General and overarching topics; collections (00-XX) 4 Real functions (26-XX) 4 Mechanics of deformable solids (74-XX) 4 Geophysics (86-XX) 3 Algebraic geometry (14-XX) 2 Commutative algebra (13-XX) 2 Measure and integration (28-XX) 2 Mechanics of particles and systems (70-XX) 2 Optics, electromagnetic theory (78-XX) 1 History and biography (01-XX) 1 Group theory and generalizations (20-XX) 1 Topological groups, Lie groups (22-XX) 1 Functions of a complex variable (30-XX) 1 Ordinary differential equations (34-XX) 1 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year